[PDF][PDF] Enhancing brain tumor classification with data augmentation and densenet121

NA Zebari, AAH Alkurdi, RB Marqas… - Academic Journal of …, 2023 - staff.lfu.edu.krd
This research paper presents a comprehensive study on the development and evaluation of
a brain tumor classification model using advanced image processing and deep learning …

[PDF][PDF] Enhancing Heart Disease Diagnosis Using Machine Learning Classifiers

AAH Alkurdi - Fusion: Practice and Applications, 2023 - researchgate.net
Heart diseases are the primary cause of death worldwide. The approximate mortality rate
due to cardiovascular diseases is a staggering 18 million lives per year. many human lives …

[PDF][PDF] Diabetic Prediction based on Machine Learning Using PIMA Indian Dataset

MS Salih, RK Ibrahim, SRM Zeebaree… - … on Applied Nonlinear …, 2024 - researchgate.net
Diabetes mellitus, a chronic condition, causes disruptions in the metabolic processes of
carbohydrates, lipids, and proteins. Hyperglycemia, characterised by elevated blood sugar …

[PDF][PDF] Fusion of water evaporation optimization and great deluge: a dynamic approach for benchmark function solving

SM Almufti - Fusion Pract. Appl., 2023 - researchgate.net
Abstract The" Water Evaporation Optimization-Great Deluge" explores the synergy between
the Water Evaporation Optimization Algorithm (WEOA) and the Great Deluge Algorithm …

Predicting DoS and DDoS attacks in network security scenarios using a hybrid deep learning model

AF Al-zubidi, AK Farhan, SM Towfek - Journal of Intelligent Systems, 2024 - degruyter.com
Network security faces increasing threats from denial of service (DoS) and distributed denial
of service (DDoS) attacks. The current solutions have not been able to predict and mitigate …

[PDF][PDF] Optimization of Welded Beam Design Problem Using Water Evaporation Optimization Algorithm

AAH Alkurdi - Academic Journal of Nawroz University, 2023 - pdfs.semanticscholar.org
This paper introduces a novel approach to tackle the Welded Beam Design Problem through
the application of the Water Evaporation Optimization Algorithm (WEOA), a nature-inspired …

[PDF][PDF] A Machine Learning Model for the Prediction of Heart Attack Risk in High-Risk Patients Utilizing Real-World Data

RB Marqas, A Mousa, F Özyurt, R Salih - Academic Journal of …, 2023 - academia.edu
Heart disease is a significant global public health concern that impacts a vast number of
individuals worldwide. The early identification of patients at risk of heart attack can …

COMPARATIVE ANALYSIS OF STATE-OF-THE-ART CLASSIFIERS FOR PARKINSON'S DISEASE DIAGNOSIS

AA Hani, AB Sallow, HB Ahmad… - Jurnal Ilmiah …, 2024 - mail.online-journal.unja.ac.id
Parkinson's disease (PD) presents a growing global health challenge, with early detection
being crucial for effective management and treatment. This study seeks to develop an …

Improved Ozone Level Detection through Feature Selection with Modified Whale Optimization Algorithm

LY Yab, N Wahid, RA Hamid - Qubahan Academic Journal, 2024 - journal.qubahan.com
This study presents a new approach for ozone level detection through feature selection by
the modified Whale Optimization Algorithm (mWOA). This study aims to enhance the …

Comprehensive Classification of Fetal Health Using Cardiotocogram Data Based on Machine Learning

A Alkurdi, AM Abdulazeez - Indonesian Journal of Computer Science, 2024 - 3.8.6.95
In the realm of obstetrics, the evaluation of fetal health remains a paramount yet challenging
endeavor. Traditional approaches, such as electronic fetal monitoring (EFM), despite their …